Table 1 Subject-specific experiments results using CHB-MIT dataset.

From: Synchronization-based graph spatio-temporal attention network for seizure prediction

Patient

ACC

SEN

SPE

FPR

F1-score

Chb1

99.95

99.95

99.95

0.000

99.95

Chb2

97.63

98.23

97.61

0.024

97.59

Chb3

98.14

96.82

99.21

0.008

97.70

Chb5

96.93

96.04

98.33

0.017

97.03

Chb6

95.80

96.74

95.29

0.047

95.27

Chb7

98.78

98.67

98.79

0.012

98.61

Chb9

97.69

97.49

98.07

0.019

97.70

Chb10

98.99

98.27

96.68

0.033

97.07

Chb11

98.60

97.08

97.94

0.021

96.89

Chb13

98.59

97.99

98.92

0.011

97.70

Chb14

98.85

100.00

98.16

0.018

98.48

Chb16

98.44

98.24

96.52

0.035

96.81

Chb17

98.66

99.82

97.73

0.023

98.56

Chb18

98.09

97.84

95.93

0.041

95.47

Chb19

99.51

99.01

99.83

0.002

99.34

Chb20

98.81

98.23

99.83

0.002

98.87

Chb21

95.93

95.94

96.18

0.038

95.94

Chb22

97.96

97.76

98.39

0.016

98.05

Chb23

98.51

94.95

99.95

0.000

97.36

average

98.20

97.85

98.07

0.019

97.60